{"id":"https://openalex.org/W4409720501","doi":"https://doi.org/10.1145/3706599.3719782","title":"SketchAI: A \"Sketch-First\" Approach to Incorporating Generative AI into Fashion Design","display_name":"SketchAI: A \"Sketch-First\" Approach to Incorporating Generative AI into Fashion Design","publication_year":2025,"publication_date":"2025-04-23","ids":{"openalex":"https://openalex.org/W4409720501","doi":"https://doi.org/10.1145/3706599.3719782"},"language":"en","primary_location":{"id":"doi:10.1145/3706599.3719782","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3706599.3719782","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://infoscience.epfl.ch/handle/20.500.14299/249787","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001979226","display_name":"Richard L. Davis","orcid":"https://orcid.org/0000-0002-6175-9200"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Richard Lee Davis","raw_affiliation_strings":["KTH Royal Institute of Technology, Stockholm, Sweden"],"raw_orcid":"https://orcid.org/0000-0002-6175-9200","affiliations":[{"raw_affiliation_string":"KTH Royal Institute of Technology, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099517618","display_name":"Kevin Fred Mwaita","orcid":"https://orcid.org/0000-0003-0652-8503"},"institutions":[{"id":"https://openalex.org/I171543936","display_name":"Free University of Bozen-Bolzano","ror":"https://ror.org/012ajp527","country_code":"IT","type":"education","lineage":["https://openalex.org/I171543936"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Kevin Fred Mwaita","raw_affiliation_strings":["Free University of Bozen-Bolzano, Bolzano, Italy"],"raw_orcid":"https://orcid.org/0000-0003-0652-8503","affiliations":[{"raw_affiliation_string":"Free University of Bozen-Bolzano, Bolzano, Italy","institution_ids":["https://openalex.org/I171543936"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Livia M\u00fcller","orcid":"https://orcid.org/0009-0001-3096-9547"},"institutions":[{"id":"https://openalex.org/I130692619","display_name":"Bern University of Applied Sciences","ror":"https://ror.org/02bnkt322","country_code":"CH","type":"education","lineage":["https://openalex.org/I130692619"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Livia M\u00fcller","raw_affiliation_strings":["HAIS, Bern University of Applied Sciences, Bern, Switzerland"],"raw_orcid":"https://orcid.org/0009-0001-3096-9547","affiliations":[{"raw_affiliation_string":"HAIS, Bern University of Applied Sciences, Bern, Switzerland","institution_ids":["https://openalex.org/I130692619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001833968","display_name":"Daniel C. Tozadore","orcid":"https://orcid.org/0000-0003-0744-0132"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Daniel C. Tozadore","raw_affiliation_strings":["CHILI, EPFL, Lausanne, Switzerland"],"raw_orcid":"https://orcid.org/0000-0003-0744-0132","affiliations":[{"raw_affiliation_string":"CHILI, EPFL, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081887037","display_name":"Aleksandra Novikova","orcid":null},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Aleksandra Novikova","raw_affiliation_strings":["CHILI, EPFL, Lausanne, Switzerland"],"raw_orcid":"https://orcid.org/0009-0008-0675-6307","affiliations":[{"raw_affiliation_string":"CHILI, EPFL, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007940211","display_name":"Tanja K\u00e4ser","orcid":"https://orcid.org/0000-0003-0672-0415"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tanja K\u00e4ser","raw_affiliation_strings":["EFPL, Lausanne, Switzerland"],"raw_orcid":"https://orcid.org/0000-0003-0672-0415","affiliations":[{"raw_affiliation_string":"EFPL, Lausanne, Switzerland","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016878810","display_name":"Thiemo Wambsgan\u00df","orcid":"https://orcid.org/0000-0002-7440-9357"},"institutions":[{"id":"https://openalex.org/I130692619","display_name":"Bern University of Applied Sciences","ror":"https://ror.org/02bnkt322","country_code":"CH","type":"education","lineage":["https://openalex.org/I130692619"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Thiemo Wambsganss","raw_affiliation_strings":["HAIS, Bern University of Applied Sciences, Bern, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-7440-9357","affiliations":[{"raw_affiliation_string":"HAIS, Bern University of Applied Sciences, Bern, Switzerland","institution_ids":["https://openalex.org/I130692619"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9703999757766724,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9703999757766724,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9674000144004822,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12650","display_name":"Aesthetic Perception and Analysis","score":0.9620000123977661,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sketch","display_name":"Sketch","score":0.8809757828712463},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7054272294044495},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6956819891929626},{"id":"https://openalex.org/keywords/generative-design","display_name":"Generative Design","score":0.6371017694473267},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41206684708595276},{"id":"https://openalex.org/keywords/engineering-drawing","display_name":"Engineering drawing","score":0.3550299108028412},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15163564682006836},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.06408965587615967}],"concepts":[{"id":"https://openalex.org/C2779231336","wikidata":"https://www.wikidata.org/wiki/Q7534724","display_name":"Sketch","level":2,"score":0.8809757828712463},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7054272294044495},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6956819891929626},{"id":"https://openalex.org/C184408114","wikidata":"https://www.wikidata.org/wiki/Q1502022","display_name":"Generative Design","level":3,"score":0.6371017694473267},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41206684708595276},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.3550299108028412},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15163564682006836},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.06408965587615967},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3706599.3719782","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3706599.3719782","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:infoscience.epfl.ch:20.500.14299/249787","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/249787","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference proceedings"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:20.500.14299/249787","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/249787","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference proceedings"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2559655401","https://openalex.org/W2990138404","https://openalex.org/W4311487064","https://openalex.org/W4319301041","https://openalex.org/W4366549626","https://openalex.org/W4366550857","https://openalex.org/W4366598071","https://openalex.org/W4378945165","https://openalex.org/W4387954097","https://openalex.org/W4390873054","https://openalex.org/W4392519793","https://openalex.org/W4396831984","https://openalex.org/W4396832629","https://openalex.org/W4396843610","https://openalex.org/W4399418378","https://openalex.org/W4401874892","https://openalex.org/W4402350344","https://openalex.org/W4403004238"],"related_works":["https://openalex.org/W4301024388","https://openalex.org/W775311126","https://openalex.org/W4300030714","https://openalex.org/W4391334978","https://openalex.org/W1517876498","https://openalex.org/W3021262926","https://openalex.org/W3185513875","https://openalex.org/W2489288131","https://openalex.org/W2948893645","https://openalex.org/W178986308"],"abstract_inverted_index":{"Generative":[0],"AI":[1,14,117],"technologies":[2],"are":[3],"increasingly":[4],"being":[5],"incorporated":[6],"into":[7,26],"creativity":[8],"support":[9,119],"tools.":[10],"However,":[11],"most":[12],"generative":[13,116],"tools":[15],"rely":[16],"on":[17,61,84],"text-based":[18],"prompting,":[19],"requiring":[20],"users":[21],"to":[22,57,65,104],"translate":[23],"visual":[24],"ideas":[25],"linguistic":[27],"descriptions.":[28],"This":[29],"approach":[30],"is":[31],"misaligned":[32],"with":[33,73],"the":[34,80,129],"sketch-driven":[35],"workflows":[36],"of":[37,122,132],"creative":[38,85,106,133],"professionals.":[39],"To":[40],"address":[41],"this":[42,140],"gap,":[43],"we":[44,78],"introduce":[45],"SketchAI,":[46],"a":[47,62,70,145],"novel":[48],"sketch-first":[49],"interface":[50],"for":[51],"diffusion":[52],"models":[53],"that":[54],"allows":[55],"practitioners":[56],"use":[58,91],"real-time":[59],"sketching":[60],"tablet":[63],"computer":[64],"guide":[66],"model":[67],"outputs.":[68],"Through":[69],"qualitative":[71],"study":[72],"29":[74],"fashion":[75],"design":[76],"apprentices,":[77],"explored":[79],"interface\u2019s":[81],"potential":[82,103],"impacts":[83],"workflows.":[86],"While":[87,135],"some":[88,120],"participants":[89],"identified":[90],"cases":[92],"where":[93],"SketchAI":[94,136],"streamlined":[95],"routine":[96],"tasks,":[97],"others":[98],"expressed":[99],"concerns":[100],"about":[101],"its":[102,124],"undermine":[105],"agency":[107],"and":[108],"exploration.":[109],"These":[110],"findings":[111],"unearthed":[112],"hidden":[113],"complexity:":[114],"while":[115],"can":[118],"aspects":[121],"creativity,":[123],"core":[125],"capabilities":[126],"may":[127],"challenge":[128],"central":[130],"identity":[131],"practitioners.":[134],"does":[137,143],"not":[138],"resolve":[139],"problem,":[141],"it":[142],"take":[144],"meaningful":[146],"step":[147],"towards":[148],"reconciliation.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}